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Ambiq Announces the Launch of heliaPROFILER to Accelerate Edge AI Development

  • Ambiq Micro launched heliaPROFILER™, a new open-source profiling tool for its HELIA™ AI ecosystem.
  • The tool provides cycle-accurate insight into AI model execution on Ambiq Apollo SoCs to optimize performance, memory usage, & energy efficiency.
  • heliaPROFILER streamlines development by offering a single automated workflow that replaces fragmented manual analysis.
  • Key capabilities include automated profiling from build through execution, layer-level performance analysis, & runtime comparison across heliaRT™ & heliaAOT™ engines.
  • The tool supports optional real-time power measurement & generates visual performance reports compatible with Google's Model Explorer.
  • Released as an open-source Python package on PyPI & GitHub, the current alpha version supports Ambiq Apollo platforms with future expansion planned.
  • Dr. Adam Page, Head of AI at Ambiq, stated the tool helps developers move from model development to deployment on ultra-low power silicon.
  • heliaPROFILER joins other HELIA tools like heliaCORE™, heliaRT™, & heliaAOT™ to form a complete software stack for edge AI applications.